In order to optimize for policy parameters, we adopt the policy search formulation [1]}, [2]}, [3]}. We formulate a dynamical system in the form:
\(\mathbf {x}_{t+1}=\mathbf {x}_{t}+M(\mathbf {x}_{t}, \mathbf {u}_{t}, \phi _R),\) 
